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--- |
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license: other |
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license_name: s-lab-license |
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license_link: LICENSE |
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language: |
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- en |
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tags: |
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- Human Pose and Shape Estimation |
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- 3D Human Recovery |
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- Parametric Humans |
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- Synthetic Data |
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pretty_name: GTA-Human |
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size_categories: |
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- 100B<n<1T |
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--- |
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# Playing for 3D Human Recovery (TPAMI 2024) |
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- [Homepage](https://caizhongang.com/projects/GTA-Human/) |
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- [Toolbox](https://github.com/caizhongang/gta-human_toolbox/tree/main) |
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- [Paper](https://arxiv.org/abs/2110.07588) |
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|
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## Updates |
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|
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- [2024-10-02] GTA-Human datasets are now available on HuggingFace! |
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- [2024-09-19] Release of GTA-Human II Dataset |
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- [2022-07-08] Release of GTA-Human Dataset on MMHuman3D |
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|
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## Datasets |
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Please click on the dataset name for download links and visualization instructions. |
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| Features | [GTA-Human](https://caizhongang.com/projects/GTA-Human/gta-human.html) | [GTA-Human II](https://caizhongang.com/projects/GTA-Human/gta-human_v2.html) | |
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| :------------------------ | :-------: | :-------: | |
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| Num of Scenes | 20,005 | 10,224 | |
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| Num of Person Sequences | 20,005 | 35,352 | |
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| Color Images | Yes | Yes | |
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| 3D BBox & Point Cloud | No | Yes | |
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| Parametric Model | SMPL | SMPL-X | |
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| Num of Persons per Scene | 1 | 1-6 | |
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|
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## Citation |
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```text |
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@ARTICLE{10652891, |
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author={Cai, Zhongang and Zhang, Mingyuan and Ren, Jiawei and Wei, Chen and Ren, Daxuan and Lin, Zhengyu and Zhao, Haiyu and Yang, Lei and Loy, Chen Change and Liu, Ziwei}, |
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journal={IEEE Transactions on Pattern Analysis and Machine Intelligence}, |
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title={Playing for 3D Human Recovery}, |
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year={2024}, |
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volume={}, |
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number={}, |
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pages={1-12}, |
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keywords={Three-dimensional displays;Annotations;Synthetic data;Shape;Training;Parametric statistics;Solid modeling;Human Pose and Shape Estimation;3D Human Recovery;Parametric Humans;Synthetic Data;Dataset}, |
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doi={10.1109/TPAMI.2024.3450537} |
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} |
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``` |
